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Nov 15th, 2019
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  1. OLS Regression Results
  2. ==============================================================================
  3. Dep. Variable: CUSTOMER_PURCHASE R-squared: 0.010
  4. Model: OLS Adj. R-squared: 0.008
  5. Method: Least Squares F-statistic: 5.975
  6. Date: Sat, 16 Nov 2019 Prob (F-statistic): 7.80e-19
  7. Time: 12:03:28 Log-Likelihood: 7634.2
  8. No. Observations: 10582 AIC: -1.522e+04
  9. Df Residuals: 10557 BIC: -1.504e+04
  10. Df Model: 24
  11. Covariance Type: HAC
  12. ======================================================================================
  13. coef std err t P>|t| [0.025 0.975]
  14. --------------------------------------------------------------------------------------
  15. const -0.0104 0.004 -2.488 0.013 -0.019 -0.002
  16. OPEN_PAST_EMAILS -0.0020 0.002 -0.847 0.397 -0.007 0.003
  17. 2 -9.177e-05 0.003 -0.030 0.976 -0.006 0.006
  18. 3 0.0011 0.002 0.498 0.619 -0.003 0.005
  19. 4 0.0034 0.003 1.356 0.175 -0.002 0.008
  20. 5 -0.0014 0.002 -0.761 0.447 -0.005 0.002
  21. 6 0.0013 0.002 0.770 0.442 -0.002 0.005
  22. 7 0.0029 0.003 0.965 0.335 -0.003 0.009
  23. 8 0.0047 0.003 1.587 0.112 -0.001 0.011
  24. 9 0.0073 0.004 1.840 0.066 -0.000 0.015
  25. 10 0.0127 0.003 5.008 0.000 0.008 0.018
  26. 11 0.0165 0.003 6.557 0.000 0.012 0.021
  27. 12 0.0286 0.004 6.483 0.000 0.020 0.037
  28. GROCERY 0.0128 0.004 3.104 0.002 0.005 0.021
  29. BULK 0.0090 0.006 1.636 0.102 -0.002 0.020
  30. SEAFOOD -0.0049 0.004 -1.289 0.197 -0.012 0.003
  31. BEER -0.0002 0.005 -0.036 0.972 -0.010 0.010
  32. BUTCHERY 0.0024 0.006 0.402 0.688 -0.009 0.014
  33. DAIRY 0.0086 0.005 1.847 0.065 -0.001 0.018
  34. PRODUCE 0.0415 0.010 4.243 0.000 0.022 0.061
  35. DELICATESSEN -0.0101 0.004 -2.270 0.023 -0.019 -0.001
  36. BAKERY -0.0007 0.004 -0.173 0.862 -0.008 0.007
  37. FROZEN -0.0014 0.004 -0.370 0.711 -0.009 0.006
  38. MALE -0.0036 0.002 -1.548 0.122 -0.008 0.001
  39. ADVERTISING_STRICT 0.0055 0.003 1.626 0.104 -0.001 0.012
  40. ==============================================================================
  41. Omnibus: 14295.721 Durbin-Watson: 1.989
  42. Prob(Omnibus): 0.000 Jarque-Bera (JB): 1936003.644
  43. Skew: 8.095 Prob(JB): 0.00
  44. Kurtosis: 67.255 Cond. No. 61.4
  45. ==============================================================================
  46.  
  47. Warnings:
  48. [1] Standard Errors are heteroscedasticity and autocorrelation robust (HAC) using 1 lags and without small sample correction
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